1 \select@language {english}
2 \contentsline {chapter}{Table of Contents}{4}{chapter*.1}
3 \contentsline {chapter}{List of Figures}{6}{chapter*.2}
4 \contentsline {chapter}{List of Tables}{7}{chapter*.3}
5 \contentsline {chapter}{List of Algorithms}{9}{chapter*.4}
6 \contentsline {chapter}{Introduction }{11}{chapter*.5}
7 \contentsline {section}{1. General Introduction }{11}{section*.6}
8 \contentsline {section}{2. Motivation of the Dissertation }{12}{section*.7}
9 \contentsline {section}{3. The Objective of this Dissertation}{12}{section*.8}
10 \contentsline {section}{4. Main Contributions of this Dissertation}{12}{section*.9}
11 \contentsline {section}{5. Dissertation Outline}{14}{section*.10}
12 \contentsline {part}{I\hspace {1em}Scientific Background}{15}{part.1}
13 \contentsline {chapter}{\numberline {1}Wireless Sensor Networks}{17}{chapter.1}
14 \contentsline {section}{\numberline {1.1}Introduction}{17}{section.1.1}
15 \contentsline {section}{\numberline {1.2}Wireless Sensor Network Architecture}{18}{section.1.2}
16 \contentsline {section}{\numberline {1.3}Types of Wireless Sensor Networks}{20}{section.1.3}
17 \contentsline {section}{\numberline {1.4}Wireless Sensor Network Applications}{22}{section.1.4}
18 \contentsline {section}{\numberline {1.5}The Main Challenges in Wireless Sensor Networks}{25}{section.1.5}
19 \contentsline {section}{\numberline {1.6}Energy-Efficient Mechanisms in Wireless Sensor Networks}{27}{section.1.6}
20 \contentsline {subsection}{\numberline {1.6.1}Energy-Efficient Routing:}{27}{subsection.1.6.1}
21 \contentsline {subsubsection}{\numberline {1.6.1.1}Routing Metric based on Residual Energy:}{27}{subsubsection.1.6.1.1}
22 \contentsline {subsubsection}{\numberline {1.6.1.2}Multipath Routing:}{28}{subsubsection.1.6.1.2}
23 \contentsline {subsection}{\numberline {1.6.2}Cluster Architectures:}{28}{subsection.1.6.2}
24 \contentsline {subsection}{\numberline {1.6.3}Scheduling Schemes:}{28}{subsection.1.6.3}
25 \contentsline {subsubsection}{\numberline {1.6.3.1}Wake up Scheduling Schemes:}{29}{subsubsection.1.6.3.1}
26 \contentsline {subsubsection}{\numberline {1.6.3.2}Topology Control Schemes:}{31}{subsubsection.1.6.3.2}
27 \contentsline {subsection}{\numberline {1.6.4}Data-Driven Schemes:}{32}{subsection.1.6.4}
28 \contentsline {subsubsection}{\numberline {1.6.4.1}Data Reduction Schemes}{32}{subsubsection.1.6.4.1}
29 \contentsline {subsubsection}{\numberline {1.6.4.2}Energy Efficient Data Acquisition Schemes}{32}{subsubsection.1.6.4.2}
30 \contentsline {subsection}{\numberline {1.6.5}Battery Repletion:}{33}{subsection.1.6.5}
31 \contentsline {subsubsection}{\numberline {1.6.5.1}Energy Harvesting:}{33}{subsubsection.1.6.5.1}
32 \contentsline {subsubsection}{\numberline {1.6.5.2}Wireless Charging:}{33}{subsubsection.1.6.5.2}
33 \contentsline {subsection}{\numberline {1.6.6}Radio Optimization:}{33}{subsection.1.6.6}
34 \contentsline {subsection}{\numberline {1.6.7}Relay nodes and Sink Mobility:}{33}{subsection.1.6.7}
35 \contentsline {subsubsection}{\numberline {1.6.7.1}Relay node placement:}{33}{subsubsection.1.6.7.1}
36 \contentsline {subsubsection}{\numberline {1.6.7.2}Sink Mobility:}{34}{subsubsection.1.6.7.2}
37 \contentsline {section}{\numberline {1.7}Network Lifetime in Wireless Sensor Networks}{34}{section.1.7}
38 \contentsline {section}{\numberline {1.8}Coverage in Wireless Sensor Networks }{35}{section.1.8}
39 \contentsline {section}{\numberline {1.9}Design Issues for Coverage Problems:}{36}{section.1.9}
40 \contentsline {section}{\numberline {1.10}Energy Consumption Modeling:}{37}{section.1.10}
41 \contentsline {section}{\numberline {1.11}Conclusion}{39}{section.1.11}
42 \contentsline {chapter}{\numberline {2}Related Works on Coverage Problems}{41}{chapter.2}
43 \contentsline {section}{\numberline {2.1}Introduction}{41}{section.2.1}
44 \contentsline {section}{\numberline {2.2}Centralized Algorithms}{43}{section.2.2}
45 \contentsline {section}{\numberline {2.3}Distributed Algorithms}{46}{section.2.3}
46 \contentsline {subsection}{\numberline {2.3.1}GAF}{48}{subsection.2.3.1}
47 \contentsline {subsection}{\numberline {2.3.2}DESK}{49}{subsection.2.3.2}
48 \contentsline {section}{\numberline {2.4}Conclusion}{51}{section.2.4}
49 \contentsline {chapter}{\numberline {3}Evaluation Tools and Optimization Solvers}{55}{chapter.3}
50 \contentsline {section}{\numberline {3.1}Introduction}{55}{section.3.1}
51 \contentsline {section}{\numberline {3.2}Evaluation Tools}{55}{section.3.2}
52 \contentsline {subsection}{\numberline {3.2.1}Testbed Tools}{56}{subsection.3.2.1}
53 \contentsline {subsection}{\numberline {3.2.2}Simulation Tools}{57}{subsection.3.2.2}
54 \contentsline {section}{\numberline {3.3}Optimization Solvers}{62}{section.3.3}
55 \contentsline {section}{\numberline {3.4}Conclusion}{65}{section.3.4}
56 \contentsline {part}{II\hspace {1em}Contributions}{67}{part.2}
57 \contentsline {chapter}{\numberline {4}Distributed Lifetime Coverage Optimization Protocol in Wireless Sensor Networks}{69}{chapter.4}
58 \contentsline {section}{\numberline {4.1}Introduction}{69}{section.4.1}
59 \contentsline {section}{\numberline {4.2}Description of the DiLCO Protocol}{70}{section.4.2}
60 \contentsline {subsection}{\numberline {4.2.1}Assumptions and Network Model}{70}{subsection.4.2.1}
61 \contentsline {subsection}{\numberline {4.2.2}Primary Point Coverage Model}{71}{subsection.4.2.2}
62 \contentsline {subsection}{\numberline {4.2.3}Main Idea}{72}{subsection.4.2.3}
63 \contentsline {subsubsection}{\numberline {4.2.3.1}Information Exchange Phase}{73}{subsubsection.4.2.3.1}
64 \contentsline {subsubsection}{\numberline {4.2.3.2}Leader Election Phase}{73}{subsubsection.4.2.3.2}
65 \contentsline {subsubsection}{\numberline {4.2.3.3}Decision phase}{73}{subsubsection.4.2.3.3}
66 \contentsline {subsubsection}{\numberline {4.2.3.4}Sensing phase}{73}{subsubsection.4.2.3.4}
67 \contentsline {section}{\numberline {4.3}Primary Points based Coverage Problem Formulation}{74}{section.4.3}
68 \contentsline {section}{\numberline {4.4}Simulation Results and Analysis}{76}{section.4.4}
69 \contentsline {subsection}{\numberline {4.4.1}Simulation Framework}{76}{subsection.4.4.1}
70 \contentsline {subsection}{\numberline {4.4.2}Modeling Language and Optimization Solver}{76}{subsection.4.4.2}
71 \contentsline {subsection}{\numberline {4.4.3}Energy Consumption Model}{76}{subsection.4.4.3}
72 \contentsline {subsection}{\numberline {4.4.4}Performance Metrics}{77}{subsection.4.4.4}
73 \contentsline {subsection}{\numberline {4.4.5}Performance Analysis for Different Subregions}{78}{subsection.4.4.5}
74 \contentsline {subsection}{\numberline {4.4.6}Performance Analysis for Primary Point Models}{84}{subsection.4.4.6}
75 \contentsline {subsection}{\numberline {4.4.7}Performance Comparison with other Approaches}{89}{subsection.4.4.7}
76 \contentsline {section}{\numberline {4.5}Conclusion}{95}{section.4.5}
77 \contentsline {chapter}{\numberline {5}Multiround Distributed Lifetime Coverage Optimization Protocol in Wireless Sensor Networks}{97}{chapter.5}
78 \contentsline {section}{\numberline {5.1}Introduction}{97}{section.5.1}
79 \contentsline {section}{\numberline {5.2}MuDiLCO Protocol Description}{98}{section.5.2}
80 \contentsline {subsection}{\numberline {5.2.1}Background Idea and Algorithm}{98}{subsection.5.2.1}
81 \contentsline {section}{\numberline {5.3}Primary Points based Multiround Coverage Problem Formulation}{99}{section.5.3}
82 \contentsline {section}{\numberline {5.4}Experimental Study and Analysis}{101}{section.5.4}
83 \contentsline {subsection}{\numberline {5.4.1}Simulation Setup}{101}{subsection.5.4.1}
84 \contentsline {subsection}{\numberline {5.4.2}Metrics}{102}{subsection.5.4.2}
85 \contentsline {subsection}{\numberline {5.4.3}Results Analysis and Comparison }{103}{subsection.5.4.3}
86 \contentsline {section}{\numberline {5.5}Conclusion}{108}{section.5.5}
87 \contentsline {chapter}{\numberline {6}Perimeter-based Coverage Optimization to Improve Lifetime in Wireless Sensor Networks}{111}{chapter.6}
88 \contentsline {section}{\numberline {6.1}Introduction}{111}{section.6.1}
89 \contentsline {section}{\numberline {6.2}The PeCO Protocol Description}{112}{section.6.2}
90 \contentsline {subsection}{\numberline {6.2.1}Assumptions and Models}{112}{subsection.6.2.1}
91 \contentsline {subsection}{\numberline {6.2.2}The Main Idea}{115}{subsection.6.2.2}
92 \contentsline {subsection}{\numberline {6.2.3}PeCO Protocol Algorithm}{115}{subsection.6.2.3}
93 \contentsline {section}{\numberline {6.3}Perimeter-based Coverage Problem Formulation}{116}{section.6.3}
94 \contentsline {section}{\numberline {6.4}Performance Evaluation and Analysis}{118}{section.6.4}
95 \contentsline {subsection}{\numberline {6.4.1}Simulation Settings}{118}{subsection.6.4.1}
96 \contentsline {subsection}{\numberline {6.4.2}Simulation Results}{119}{subsection.6.4.2}
97 \contentsline {subsubsection}{\numberline {6.4.2.1}Coverage Ratio}{120}{subsubsection.6.4.2.1}
98 \contentsline {subsubsection}{\numberline {6.4.2.2}Active Sensors Ratio}{120}{subsubsection.6.4.2.2}
99 \contentsline {subsubsection}{\numberline {6.4.2.3}The Energy Consumption}{121}{subsubsection.6.4.2.3}
100 \contentsline {subsubsection}{\numberline {6.4.2.4}The Network Lifetime}{121}{subsubsection.6.4.2.4}
101 \contentsline {section}{\numberline {6.5}Conclusion}{124}{section.6.5}
102 \contentsline {part}{III\hspace {1em}Conclusion and Perspectives}{125}{part.3}
103 \contentsline {chapter}{\numberline {7}Conclusion and Perspectives}{127}{chapter.7}
104 \contentsline {section}{\numberline {7.1}Conclusion}{127}{section.7.1}
105 \contentsline {section}{\numberline {7.2}Perspectives}{128}{section.7.2}
106 \contentsline {part}{Bibliographie}{144}{chapter*.11}
